Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_tools
powershell_heavy
windows_first
Summary
The documentation provides examples for creating Azure Compute Galleries using the Portal, Azure CLI, PowerShell, and REST API. While the CLI and REST examples are cross-platform, PowerShell is a Windows-centric tool and is presented as a primary method. Additionally, PowerShell examples are given equal prominence as CLI, and are not marked as Windows-only, which may create friction for Linux/macOS users. The ordering of examples sometimes places PowerShell before REST, and there is no mention of Linux/macOS equivalents to PowerShell.
Recommendations
  • Clearly label PowerShell examples as Windows-only or for Windows users.
  • Present Azure CLI examples first, as it is cross-platform and preferred for Linux/macOS users.
  • Add a note for Linux/macOS users recommending Azure CLI or REST API for automation.
  • Consider omitting PowerShell examples or moving them to a dedicated Windows section if parity is not possible.
  • Ensure that all code snippets and instructions are platform-neutral unless a platform-specific tool is required.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Clean Clean
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Clean Clean
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Clean Clean
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Clean Clean
2026-02-08 00:00 #356 completed Clean Clean
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Clean Clean
2026-02-02 00:00 #332 completed Clean Clean
2026-02-01 00:00 #328 completed Clean Clean
2026-01-31 00:00 #324 completed Clean Clean
2026-01-30 00:00 #320 completed Biased Biased
2026-01-27 00:00 #308 completed Clean Clean
2026-01-26 00:00 #304 completed Biased Biased
2026-01-24 00:00 #296 completed Biased Biased
2026-01-23 00:00 #292 failed Biased Biased
2026-01-14 00:00 #252 completed Clean Clean
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets